2c4c7b3618
[autoparallel] add getattr handler ( #1767 )
...
* [autoparallel] add getattr haandler
* polish code
* add extra processes for Parameters
* add unit test for param resharding cost
* add docstring and polish test
2022-11-03 12:31:33 +08:00
c6a1a62636
[hotfix] fix zero's incompatibility with checkpoint in torch-1.12 ( #1786 )
...
* [hotfix] fix zero's incompatibility with checkpoint in torch-1.12
* [zero] add cpu shard init
* [zero] add tiny example test
* [colo_tensor] fix bugs for torch-1.11
2022-11-02 16:11:34 +08:00
0b8161fab8
updated tp layers
2022-11-02 12:19:38 +08:00
cb5a587e9a
[hotfix] polish chunk import ( #1787 )
2022-11-02 12:10:52 +08:00
e859380bf7
[fx] support module with bias addition ( #1780 )
...
* [autoparallel] refactor tracer to fix bias addition issue
* [fx] support module with bias addition
* create bias_addition_module
* refactor file structure
* polish code
* fix unit test
2022-11-01 22:53:51 +08:00
f3f19a5c47
[autoparallel] added matmul handler ( #1763 )
...
* [autoparallel] added matmul handler
* polish code
2022-11-01 15:14:53 +08:00
4df0194976
[Pipeline]Adapt to Pipelinable OPT ( #1782 )
2022-11-01 14:18:50 +08:00
27de252334
[autoparallel] fix conv handler numerical test ( #1771 )
2022-11-01 10:43:44 +08:00
1e88811c7a
[autoparallel] move ckpt solvers to autoparallel folder / refactor code ( #1764 )
...
* [autoparallel] first move.
* [autoparallel] add solver rotor.
* [autoparallel] add ckpt solvers.
* [autoparallel] modify codegen.
* [fx] fix annotation in test.
* [fx] remove check.
* [autoparallel] polish docstring.
* [fx] refactor MetaTensor.
2022-11-01 10:43:15 +08:00
f34dab4270
[compatibility] ChunkMgr import error ( #1772 )
2022-10-28 14:48:54 +08:00
b0f7c8bde8
[autoparallel] update CommSpec to CommActions ( #1768 )
...
* [autoparallel] update CommSpec to CommActions
* polish code
2022-10-28 09:57:43 +08:00
b4cc59b61e
[autoparallel] add numerical test for node strategies ( #1760 )
...
* [autoparallel] add numerical test for node strategies
* polish code
* polish code
2022-10-27 10:42:54 +08:00
25952b67d7
[feat] add flash attention ( #1762 )
2022-10-26 16:15:52 +08:00
0584654c79
[fx] refactor memory utils and extend shard utils. ( #1754 )
...
* [fx] change memory.py to memory_utils.py.
* [fx] add shard utils.
* [fx] fix import.
* [fx] check code style.
* [fx] add comment.
* [autoparallel] first move.
* [fx] add time computations.
2022-10-26 14:24:41 +08:00
63f250bbd4
fix file name ( #1759 )
...
Co-authored-by: Ziyue Jiang <ziyue.jiang@gmail.com>
2022-10-25 16:48:48 +08:00
314d8c497f
[autoparallel] refactor the runtime apply pass and add docstring to passes ( #1757 )
...
* [autoparallel] refactor the runtime apply pass and add doc string to passes
* fix unit test
* polish
2022-10-25 14:32:22 +08:00
f9a613d660
[autoparallel] added binary elementwise node handler ( #1758 )
...
* [autoparallel] added binary elementwise node handler
* polish code
2022-10-25 14:32:01 +08:00
d2fc067231
[autoparallel] fix param hook issue in transform pass ( #1755 )
2022-10-24 13:13:38 +08:00
262652c8bc
[autoparallel] added addbmm handler ( #1751 )
2022-10-21 18:55:48 +08:00
980ed21723
[autoparallel] shard param and buffer as expected ( #1753 )
...
* [autoparallel] shard param and buffer as expected
* fix unit test issue
2022-10-21 15:45:13 +08:00
cdb7d5e7d2
[hotfix] autoparallel unit test ( #1752 )
2022-10-20 19:51:38 +08:00
a4ce180e85
[autoparallel] add sequential order to communication actions ( #1735 )
2022-10-20 18:48:18 +08:00
474111ecb5
[autoparallel] fixed wrong sharding strategy in conv handler ( #1747 )
...
* [autoparallel] fixed wrong sharding strategy in conv handler
* polish code
2022-10-20 16:12:39 +08:00
8b8937d901
[autoparallel] fixed wrong generated strategy for dot op ( #1746 )
...
* [autoparallel] fixed wrong generated strategy for dot op
* polish code
2022-10-20 15:18:16 +08:00
993b8875b6
[autoparallel] handled illegal sharding strategy in shape consistency ( #1744 )
...
* [autoparallel] handled illegal sharding strategy in shape consistency
* polish code
2022-10-20 12:06:25 +08:00
88a79814fb
[autoparallel] handled illegal strategy in node handler ( #1743 )
...
* [autoparallel] handled illegal strategy in node handler
* polish code
2022-10-19 17:08:52 +08:00
30874f1692
[fx/profiler] debug the fx.profiler / add an example test script for fx.profiler ( #1730 )
...
* [fx/profiler] add test.
* [fx] fix file names.
* [fx] add docstring and comment.
* [fx] polish profiler.py.
* [fx] fix import errors.
* [fx] fix profiler.
* [fx] fix names.
2022-10-19 14:24:51 +08:00
eee84908d4
[autoparallel] handled illegal sharding strategy ( #1728 )
...
* [autoparallel] handled illegal sharding strategy
* polish code
2022-10-19 12:53:06 +08:00
23703c9dd6
[NFC] polish colossalai/nn/metric/_utils.py code style ( #1727 )
2022-10-19 12:20:51 +08:00
7e62af28a0
[NFC] polish accuracy_2d.py code style ( #1719 )
2022-10-19 12:20:51 +08:00
730f88f8e1
[NFC] polish _checkpoint_hook.py code style ( #1722 )
2022-10-19 12:20:51 +08:00
ea961d8fd1
[NFC] polish colossalai/zero/sharded_param/__init__.py code style ( #1717 )
...
Co-authored-by: ric <mkkt_bkkt@mail.ustc.edu.cn>
2022-10-19 12:20:51 +08:00
2b49ca80a3
[NFC] polish colossalai/nn/lr_scheduler/linear.py code style ( #1716 )
2022-10-19 12:20:51 +08:00
e1d780030d
[NFC] polish colossalai/nn/metric/accuracy_2p5d.py code style ( #1714 )
2022-10-19 12:20:51 +08:00
d373e67b99
[hotfix] resharding cost issue ( #1742 )
2022-10-19 11:33:43 +08:00
24e84eba60
upgrade version to 0.1.11rc1 ( #1739 )
2022-10-19 11:26:00 +08:00
d2e0e39c9d
[release] update to v0.1.11 ( #1736 )
2022-10-19 00:28:00 +08:00
f69f9bf223
[zero] add chunk init function for users ( #1729 )
...
* add chunk manager init function
* fix unit tests
* add comment
* add flush=True
2022-10-18 16:31:22 +08:00
51b89d2202
[autoparallel] runtime_backward_apply ( #1720 )
2022-10-18 10:44:58 +08:00
393f594051
[fx/meta/rpc] move _meta_registration.py to fx folder / register fx functions with compatibility checks / remove color debug ( #1710 )
...
* [fx] move meta registration
* [fx] fix tests.
* [fx] fix test.
* [fx] fix.
* [meta] refactor meta registration.py.
* [fx] add compatibility descriptions.
* [fx] polish import.
* [fx] add a decorator.
* [fx] fix tests.
* [fx] remove print.
* [fx] edit raise error.
* [fx] edit raise error.
* [fx] add type hint.
* [fx] fix import in experimental.
* [rpc] remove color debug.
* [meta] fix naming.
2022-10-18 10:44:23 +08:00
845ff4a47a
[autoparallel] resnet block runtime apply ( #1709 )
...
* [autoparallel] resnet block runtime apply
* seperate buffer and parameter in MemoryCost
* polish code
* add comments and todos
* fix test issue
2022-10-17 13:37:38 +08:00
22a115406b
[autoparallel] fixed broken node handler tests ( #1708 )
2022-10-14 18:25:59 +08:00
1468e4bcfc
[zero] add constant placement policy ( #1705 )
...
* fixes memory leak when paramter is in fp16 in ZeroDDP init.
* bans chunk releasement in CUDA. Only when a chunk is about to offload, it is allowed to release.
* adds a constant placement policy. With it, users can allocate a reserved caching memory space for parameters.
2022-10-14 17:53:16 +08:00
5f41463a76
add optimizer README for tutorials ( #1707 )
2022-10-14 09:10:18 +00:00
6c331a5a09
[autoparallel] refactored the autoparallel module for organization ( #1706 )
...
* [autoparallel] refactored the autoparallel module for organization
* polish code
2022-10-14 13:27:00 +08:00
91cd34e6e0
[unittest] added doc for the pytest wrapper ( #1704 )
2022-10-14 10:56:17 +08:00
451cd72dea
[autoparallel] adapt runtime passes ( #1703 )
...
* [autoparallel] adapt runtime passes v2
* polish code
2022-10-14 10:14:07 +08:00
21962e1593
[embedding] rename FreqAwareEmbedding -> CachedEmbedding ( #1699 )
2022-10-13 22:22:27 +08:00
0e52f3d3d5
[unittest] supported condititonal testing based on env var ( #1701 )
...
polish code
2022-10-13 19:38:45 +08:00
8283e95db3
[autoparallel] collated all deprecated files ( #1700 )
...
* [autoparallel] collated all deprecated files
* polish code
2022-10-13 18:24:11 +08:00
e2355d01b9
[autoparallel] init new folder structure ( #1696 )
2022-10-13 14:18:55 +08:00
81f7530ee7
[autoparallel] adapt solver and CostGraph with new handler ( #1695 )
...
* [autoparallel] adapt solver and CostGraph with new handler
* fix test issue
2022-10-13 14:04:15 +08:00
42b882ef06
[autoparallel] add output handler and placeholder handler ( #1694 )
...
* [autoparallel] add output handler and placeholder handler
* Delete test_solver_with_resnet.py
* fix test bugs
2022-10-13 13:42:36 +08:00
56088e6d98
[autoparallel] add pooling handler ( #1690 )
...
* [autoparallel] add pooling handler
* polish code
2022-10-13 13:42:13 +08:00
319d654f79
[autoparallel] where_handler_v2 ( #1688 )
...
* where generator
* [autoparallel] where_handler_v2
2022-10-13 11:02:22 +08:00
31d2f03d27
[autoparallel] fix C version rotor inconsistency ( #1691 )
2022-10-12 15:21:58 +08:00
363fc2861a
[embeddings] more detailed timer ( #1692 )
2022-10-12 12:01:21 +08:00
4973157ad7
[autoparallel] added sharding spec conversion for linear handler ( #1687 )
2022-10-12 11:16:18 +08:00
af718e83f2
[autoparallel] add reshape handler v2 and fix some previous bug ( #1683 )
2022-10-11 18:12:59 +08:00
6878e42248
[hotfix] solver bug caused by dict type comm cost ( #1686 )
2022-10-11 17:57:03 +08:00
3dd6994427
[fx/profiler] assigned UUID to each unrecorded tensor/ improved performance on GPT-2 ( #1679 )
...
* [fx/profiler] modify data_ptr into uuid for all tensors.
* [fx] modify uuid.
* [fx/profiler] tune performance on GPT-2.
* [fx] updates.
* [fx] debug.
* [fx] debug.
* [fx] cuda.
2022-10-11 11:03:35 +08:00
0df5034a36
[pipeline/fix-bug] num_microbatches support any integrate | stable chimera | launch tool for rpc pp framework ( #1684 )
...
* [pipeline/tuning] improve dispatch performance both time and space cost
* [pipeline/converge] add interface for testing convergence
* [NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style
* Update PipelineBase.py
* [pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera
* [pipeline/chimera] test chimera | fix bug of initializing
* [pipeline/pytree] add pytree to process args and kwargs | provide to process args and kwargs after forward
* [pipeline/fix-bug] num_microbatches support any integrate | stable chimera | launch tool for rpc pp framework
2022-10-10 16:01:02 +08:00
e5ab6be72e
[hotfix[ fix colotensor.type() raise NotImplementedError ( #1682 )
2022-10-10 10:13:31 +08:00
3b2a59b0ba
[pipeline/rank_recorder] fix bug when process data before backward | add a tool for multiple ranks debug ( #1681 )
...
* [pipeline/tuning] improve dispatch performance both time and space cost
* [pipeline/converge] add interface for testing convergence
* [NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style
* Update PipelineBase.py
* [pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera
* [pipeline/chimera] test chimera | fix bug of initializing
* [pipeline/pytree] add pytree to process args and kwargs | provide to process args and kwargs after forward
2022-10-09 17:32:57 +08:00
517b63939a
[autoparallel] add unary element wise handler v2 ( #1674 )
2022-10-09 17:30:42 +08:00
f6c6a932b8
[autoparallel] add following node generator ( #1673 )
...
* [autoparallel] add following node generator
* polish code
* polish code
* update name of arguments
2022-10-09 14:49:18 +08:00
52fda88796
[autoparallel] add layer norm handler v2 ( #1671 )
...
* [autoparallel] add layer norm handler v2
* polish code
* polish code
2022-10-09 14:23:22 +08:00
87c5ad352a
update version to 0.1.10 ( #1676 )
2022-10-09 10:43:29 +08:00
b28991dd0a
[feature] A new ZeRO implementation ( #1644 )
2022-10-09 09:18:51 +08:00
b1be5b88bd
[autoparallel] fix insecure subprocess ( #1680 )
...
* [autoparallel] fix insecure subprocess
* [fx] fix insecure subprocess
2022-10-06 15:07:03 +08:00
d8420f81a4
[hotfix] fix wrong type name in profiler ( #1678 )
2022-10-05 21:59:05 +08:00
132b4306b7
[fx] Add concrete info prop ( #1677 )
...
* [fx] concreteinfoprop
* [fx] add concreteinfoprop
* [fx] modify docstring of ConcreteInfoProp
* [fx] fix device error
* [fx] modify parameter calculation
* [fx] modify parameters calculation
2022-10-04 16:48:24 +08:00
1df98d5b66
[autoparallel] add rotor C version ( #1658 )
...
* [autoparallel] add rotor c version
* [fx] remove metainfoprop in rotor solver
* [autoparallel] modify C
code format
* [autoparallel] remove build.py
* [autoparallel] fix C extension build
* [autoparallel] add C solver consistency test
* [autoparallel] remove some unused imports
* [autoparallel] refactor rotor solver code
* [autoparallel] replace print with colossalai logger
* [autoparallel] ranks fixed
2022-10-03 17:13:30 +08:00
11ec070e53
[hotfix]unit test ( #1670 )
2022-09-29 12:49:28 +08:00
a60024e77a
[autoparallel] added utils for broadcast operation ( #1665 )
...
* [autoparallel] added utils for broadcast operation
* polish code
2022-09-29 11:22:29 +08:00
3f068d1409
[autoparallel] update CommSpec ( #1667 )
2022-09-29 11:20:59 +08:00
247a9dbca9
[autoparallel] added bias comm spec to matmul strategy ( #1664 )
2022-09-29 11:08:05 +08:00
746f8f979d
[autoparallel] add batch norm handler v2 ( #1666 )
2022-09-29 11:02:49 +08:00
9708638ded
[pipeline/pytree] add pytree to process args and kwargs | provide `data_process_func` to process args and kwargs after forward ( #1642 )
...
* [pipeline/tuning] improve dispatch performance both time and space cost
* [pipeline/converge] add interface for testing convergence
* [NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style
* Update PipelineBase.py
* [pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera
* [pipeline/chimera] test chimera | fix bug of initializing
* [pipeline/pytree] add pytree to process args and kwargs | provide to process args and kwargs after forward
2022-09-29 10:58:58 +08:00
c27e701cb2
[autoparallel] remove no strategy nodes ( #1652 )
...
* [autoparallel] remove no strategy nodes
* fix none object iteration issue
2022-09-29 10:43:25 +08:00
50f16a2850
[autoparallel] added compute resharding costs for node handler ( #1662 )
2022-09-28 19:55:44 +08:00
9ec401a722
[autoparallel] added new strategy constructor template ( #1661 )
...
* [autoparallel] added new strategy constructor template
* polish code
2022-09-28 14:01:36 +08:00
3a4d6f63a8
[autoparallel] added node handler for bmm ( #1655 )
2022-09-28 11:32:16 +08:00
095854477f
[autoparallel] add conv handler v2 ( #1663 )
2022-09-28 11:24:59 +08:00
1e7816a460
[autoparallel] adapt solver with gpt ( #1653 )
2022-09-28 11:17:26 +08:00
c638bec028
[embedding] polish async copy ( #1657 )
2022-09-27 14:37:03 +08:00
988570e4a6
[embedding] add more detail profiling ( #1656 )
2022-09-27 13:43:59 +08:00
e1f97fd2b8
[embedding] print profiling results ( #1654 )
2022-09-27 12:50:33 +08:00
30e50c8b4a
[autoparallel] implemented all matmul strategy generator ( #1650 )
2022-09-27 12:06:25 +08:00
03978aad45
[autoparallel] change the following nodes strategies generation logic ( #1636 )
...
* [autoparallel] change the following nodes strategies generation logic
* fix unit test
2022-09-27 11:20:52 +08:00
59f100510a
[autoparallel] where handler ( #1651 )
...
* [autoparallel] where handler
* fix unit test
2022-09-27 11:20:43 +08:00
6135e178b3
[fx] refactor code for profiler / enable fake tensor movement. ( #1646 )
...
* [fx/profiling] provide summary for MetaInfoProp.
* [fx/profiler] provide a table of summary.
* [fx/profiler] provide a table of summary.
* [fx/profiler] provide a table of summary.
* [fx/profiler] provide a table of summary.
* [fx] optimize table repr.
* [fx] optimize table repr.
* [fx] refactor code for profiler.
* [fx] add docstring.
* [fx] add docstring.
* [fx] skip test.
* [fx] redo.
* [fx] redo.
* [fx] fix import error for torch11.
* [fx] fix import error for torch11.
2022-09-27 10:26:52 +08:00
5d0fdb9cb4
[fx] fix offload codegen test ( #1648 )
...
* [fx] fix offload codegen test
* [fx] modify typing
2022-09-27 10:25:27 +08:00
45b39a692a
[autoparallel] implemented linear projection strategy generator ( #1639 )
2022-09-26 16:58:14 +08:00
154d3ef432
[fix] fixed the collective pattern name for consistency ( #1649 )
...
* [fix] fixed the collective pattern name for consistency
* polish code
2022-09-26 16:39:37 +08:00
b2b2a4af98
[autoparallel] adapt solver with mlp ( #1638 )
2022-09-26 15:26:14 +08:00
04443605a5
[embedding] non-blocking cpu-gpu copy ( #1647 )
2022-09-26 14:57:57 +08:00
0767f67a0f
[embedding] isolate cache_op from forward ( #1645 )
...
Co-authored-by: ric <mkkt_bkkt@mail.ustc.edu.cn>
2022-09-26 11:18:59 +08:00
c5d39215f6
Revert "[feature] new zero implementation ( #1623 )" ( #1643 )
...
This reverts commit 5be118f405
2022-09-26 10:06:03 +08:00
5be118f405
[feature] new zero implementation ( #1623 )
2022-09-24 19:58:18 +08:00
YuliangLiu0306